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1.
J Orthop Trauma ; 2024 Mar 22.
Artigo em Inglês | MEDLINE | ID: mdl-38527085

RESUMO

OBJECTIVES: To evaluate radiographic and clinical patient reported clinical outcomes following dorsal hook plating of displaced patella fractures with permittance of immediate post-operative active closed chain range of motion. DESIGN: Retrospective review of prospectively collected data. SETTING: Urban Academic Level 1 Trauma Center. PATIENT SELECTION CRITERIA: Adult patients with displaced patella fractures (OTA/AO 34C1-3) who underwent dorsal plating with immediate range of motion between 2018-2023. OUTCOME MEASURES AND COMPARISONS: Numerical Rating Scale for Pain, Knee Outcome Score (KOS-ADL), Tegner-Lysholm Score, radiographic union, and wound complications were collected. RESULTS: 61 patients were included (47 female) with an average age of 63 years (SD 14.7, range 22-86 years). The mean BMI was 24.2 (SD 3.6, range 16.6-33.3). There were thirteen 34-C2 and forty-eight 34-C3 fractures. All but 2 patients (96.7%) achieved bony union after the index procedure. 89% (n=54) of patients completed outcome surveys with at least 6 months follow-up. Six patients (9.8%) underwent removal of plate implant at a mean of 15.1 months post-operatively. The mean KOS-ADL score was 91.4, the mean Tegner-Lysholm score was 78.1, and the mean NRS was 2.7. CONCLUSION: Dorsal hook plating offers secure fixation to allow early range of motion, reliable fixation with low non-union and implant failure rates, low implant removal rates, and satisfactory patient reported outcomes. LEVEL OF EVIDENCE: Therapeutic Level IV. See Instructions for Authors for a complete description of levels of evidence.

2.
Foot Ankle Int ; 44(8): 710-718, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37269090

RESUMO

BACKGROUND: There has been growing interest in patient-reported outcomes in foot and ankle surgery, and the fulfillment of patient expectations is a potentially powerful tool that compares preoperative expectations and perceived postoperative improvement. Prior work has validated the use of expectation fulfillment in foot and ankle surgery. However, given the wide spectrum of pathologies and treatments in foot and ankle, no study has examined the association between expectation fulfillment and specific diagnosis. METHODS: This is a retrospective cohort study consisting of 266 patients who completed the Foot & Ankle Expectations Survey and the Foot and Ankle Outcome Survey (FAOS) preoperatively and 2 years postoperatively. A fulfillment proportion (FP) was calculated using the pre- and postoperative Foot & Ankle Expectations Survey scores. An estimated mean fulfillment proportion for each diagnosis was calculated using a multivariable linear regression model, and pairwise comparisons were used to compare the FP between diagnoses. RESULTS: All diagnoses had an FP less than 1, indicating partially fulfilled expectations. Ankle arthritis had the highest FP (0.95, 95% CI 0.81-1.08), whereas neuromas and mid/hindfoot diagnoses had the lowest FPs (0.46, 95% CI 0.23-0.68; 0.62, 95% CI 0.45-0.80). Higher preoperative expectations were correlated with lower fulfillment proportions. CONCLUSION: FP varied with diagnosis and preoperative expectations. An understanding of current expectation fulfillment among different diagnoses in foot and ankle surgery helps highlight areas for improvement in the management of expectations for presumed diagnoses. LEVEL OF EVIDENCE: Level III, retrospective review of prospective cohort study.


Assuntos
Tornozelo , Motivação , Humanos , Tornozelo/cirurgia , Satisfação do Paciente , Estudos Prospectivos , Estudos Retrospectivos , Resultado do Tratamento , Inquéritos e Questionários
3.
Artigo em Inglês | MEDLINE | ID: mdl-37319362

RESUMO

OBJECTIVES: The sagittal plane of the distal tibia has not been well-described. This study sought to characterize sagittal plane morphology, determine symmetry from side to side, and identify differences based on hindfoot alignment. METHODS: One hundred twelve bilateral lateral weight-bearing ankle radiographs were retrospectively evaluated (224 ankles). Hindfoot alignment was classified as neutral, planus, or cavus using the Meary angle. The angle between the diaphyseal and distal tibia axes was measured, and the apex location relative to the plafond was recorded. RESULTS: A mean distal tibia apex posterior angulation (DTAPA) of 2.0° (range -2° to 7°, SD = 2.06°) was located 8.0 cm proximal to the plafond. No difference was observed from side to side in DTAPA magnitude (P = 0.36) or location (P = 0.90). Planus alignment was associated with a significantly greater DTAPA (3.05°) as compared with neutral (1.89°) (P = 0.002) and cavus (1.25°) (P < 0.001) alignment. CONCLUSION: The distal tibia has an apex posterior angulation, suggesting that the true anatomic axis of the tibia terminates just posterior to the plafond center. Hindfoot alignment is related to distal tibia morphology. DTAPA symmetry indicates that contralateral imaging can be used to guide reconstruction of patient-specific anatomy and alignment. Knowledge of the DTAPA may help mitigate sagittal malalignment during distal tibia fracture surgery.


Assuntos
, Tíbia , Humanos , Tíbia/diagnóstico por imagem , Tíbia/cirurgia , Estudos Retrospectivos , Extremidade Inferior , Tornozelo
4.
J Orthop Trauma ; 37(8): 407-411, 2023 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-36862989

RESUMO

OBJECTIVES: To assess the effects of Krackow suture technique on the vascularity of the patellar tendon. METHODS: Six fresh-frozen matched pair cadaveric knee specimens were used. The superficial femoral arteries were cannulated in all knees. The experimental knee underwent an anterior approach, patellar tendon transection from the inferior pole of the patella, 4-strand Krackow stitch placement, patellar tendon repair via 3-bone tunnels, and standard skin closure. The control knee underwent the identical procedure without Krackow stitching. All specimens then underwent precontrast and postcontrast enhanced quantitative magnetic resonance imaging assessment (with gadolinium-based contrast agent). Region of interest analysis was performed to assess for variation in signal enhancement between the experimental and control limbs in various patellar tendon regions and subregions. Latex infusion and anatomical dissection were performed to further evaluate vessel integrity and assess extrinsic vascularity. RESULTS: Quantitative magnetic resonance imaging analysis demonstrated no statistically significant difference in overall arterial contributions. A small but nonsignificant decrease of 7.5% (SD ± 7.1%) in arterial contributions to the entire tendon was observed. Small nonstatistically significant regional decreases throughout the tendon were also detected. In the regional analysis, the largest to smallest decreases in arterial contributions after suture placement were found in the inferomedial, superolateral, lateral, and inferior tendon subregions. In the anatomical dissection, nutrient branches were seen dorsally and posteroinferiorly. CONCLUSION: The vascularity of the patellar tendon was not significantly affected by Krackow suture placement. Analysis demonstrated small and not statistically significant decreases in arterial contributions, suggesting this technique does not significantly compromise arterial perfusion.


Assuntos
Ligamento Patelar , Humanos , Ligamento Patelar/diagnóstico por imagem , Ligamento Patelar/cirurgia , Tendões , Imageamento por Ressonância Magnética , Patela/cirurgia , Técnicas de Sutura
5.
Injury ; 54(2): 578-583, 2023 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-36503839

RESUMO

INTRODUCTION: An understanding of the sagittal plane morphology of the humerus is relevant during surgical fixation of humeral fractures but is not well described in the literature. The purpose of this study was to better characterize the native sagittal plane morphology of the humerus. MATERIALS AND METHODS: 170 patients with uninjured full length lateral humerus radiographs were retrospectively evaluated. The angle between the proximal humeral diaphyseal axis and the distal humeral diaphyseal axis was identified and measured. The proximal axis was defined by two points equidistant from the anterior and posterior cortex 10 mm and 100 mm distal to the metaphyseal flare, and the distal axis by two points at 10 mm and 50 mm proximal to the capitellum/trochlea. The relative location of the center of rotation of angulation (CORA) was calculated as a percentage of humeral length. RESULTS: 114 radiographs were included in the analysis (66 right humeri, 48 left humeri). The average apex posterior angulation was 6.5 +/- 2.9°. The CORA occurred at an average of 80% (SD+/-13%) of the length of the humerus (proximal to distal). Total humeral length and absolute distance to CORA were greater in males compared to females (364 ± 50 mm versus 326 ± 30 mm; p<0.001; 290 ± 68 mm versus 260 ± 48 mm; p=0.003), but there were no significant sex differences with respect to magnitude of the apex posterior angulation (p=0.077) or location of CORA as a percentage of total humeral length (p=0.916). There were no statistically significant associations between age and total humeral length (p=0.056), distance to CORA (p=0.130), location of CORA as percentage of total humeral length (p=0.753), or magnitude of angulation (p=0.075). CONCLUSION: An apex posterior bow consistently exists in the distal one-quarter of the humerus that is consistent across ages and between sexes. This normal anatomic bow is important to recognize to avoid an extension malreduction and has implications for implant fit and contouring.


Assuntos
Fraturas do Úmero , Úmero , Humanos , Masculino , Feminino , Estudos Retrospectivos , Úmero/diagnóstico por imagem , Úmero/cirurgia , Úmero/anatomia & histologia , Fraturas do Úmero/diagnóstico por imagem , Fraturas do Úmero/cirurgia , Radiografia , Fixação Interna de Fraturas/métodos
6.
Curr Rev Musculoskelet Med ; 15(6): 673-679, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-36445621

RESUMO

PURPOSE OF REVIEW: Patella baja is characterized by a loss of patellar height and can develop as either an acute or chronic complication following a knee injury or surgical procedure. The purpose of this review is to describe the diagnosis and management of patella baja and highlight the senior author's surgical technique. RECENT FINDINGS: The pathogenesis of patella baja involves a complex interaction between quadriceps dysfunction, immobilization, and inflammation leading to infrapatellar scarring and adhesions. It is associated with fractures about the knee and can result as a complication of surgical procedures such as anterior cruciate ligament (ACL) reconstruction, particularly bone-patellar tedon-bone autografts, high tibial osteotomies (HTOs), tibial tubercle osteotomies (TTOs), and total knee arthroplasties (TKAs). Patients with patella baja can have limited knee range of motion, anterior knee pain, significant weakness with active knee extension, and an extensor lag. Surgical intervention is indicated in cases of symptomatic patella baja. Treatment strategies include tibial tubercle proximalization, patellar tendon lengthening, and patellar tendon reconstruction. Allografts and autografts can be utilized to augment tendon lengthening or reconstructive procedures. Various small case series have reported favorable outcomes for these procedures. The treatment of patella baja is challenging and little consensus exists on optimal management, as much of the literature is limited to small case series. The preferred surgical technique of the senior author involves an end-to-end patellar tendon lengthening with hamstring autograft augmentation.

7.
J Orthop ; 22: 90-94, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32292255

RESUMO

OBJECTIVE: We aim to determine if pelvic incidence (PI) differed between a symptomatic femoroacetabular impingement (FAI) population and a control. METHODS: We retrospectively identified a cohort of symptomatic FAI patients and compared measured PI to a control group. RESULTS: The PI was significantly lower in the FAI group compared to the control (51.32±1.07 vs. 55.63±1.04; P < 0.01). CONCLUSION: The mean PI was significantly decreased in the FAI population compared to a control.

8.
Knee ; 26(1): 142-148, 2019 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-30449615

RESUMO

BACKGROUND: Soccer is one of the most common international sports in which ACL injuries occur, with previous studies reporting high return-to-play rates following ACL reconstruction (ACLR). Return-to-play analysis fails to take into consideration how effective a player remains once returning to competition. The aims of this study are to provide a large-scale international analysis of return-to-play and player performance statistics among professional soccer athletes following ACLR. METHODS: Using publicly available sources, professional soccer athletes who have undergone ACLR between the 1996 and 2015 seasons were identified. Player metrics including statistical performance, recovery time, and return-to-play rates were analyzed both before and after reconstruction. Furthermore, player performance statistics during each of three consecutive seasons post-ACLR were compared. RESULTS: A total of 176 athletes who underwent ACLR were included in this study. The return-to-play rate was 93.2% (164 athletes). Cumulative post-surgical statistical analysis of ACLR players demonstrated fewer games/season, minutes/season, minutes/game, goals/season, and more fouls/season following ACLR (p < 0.04). Analysis of player performance statistics suggests that athletes do not return to their baseline number of games/season and minutes/game until two and three seasons post-ACLR, respectively. At three seasons post-ACLR, athletes are still starting fewer games/season and scoring fewer goals/90 min (p < 0.04). CONCLUSION: Return-to-play rate is high following ACLR; however, athletes exhibit poorer statistical performance, especially in the first few seasons upon return. Our data shows that athletes continue to start fewer games/season and score fewer goals/90 min at three seasons post-ACLR.


Assuntos
Lesões do Ligamento Cruzado Anterior/cirurgia , Reconstrução do Ligamento Cruzado Anterior/métodos , Atletas , Volta ao Esporte/fisiologia , Futebol/lesões , Adulto , Ligamento Cruzado Anterior/cirurgia , Lesões do Ligamento Cruzado Anterior/fisiopatologia , Humanos , Masculino
9.
Knee ; 25(4): 692-698, 2018 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-29752207

RESUMO

BACKGROUND: The purpose of this study was to compare performance-based outcomes among professional athletes in four major North American sports following microfracture to treat symptomatic chondral defects of the knee. METHODS: Major League Baseball (MLB), National Basketball Association (NBA), National Football League (NFL), and National Hockey League (NHL) athletes who underwent primary unilateral microfracture of the knee were identified through a previously reported protocol based on public sources. Successful return-to-play was defined as returning for at least one professional regular season game after surgery. Regular season player statistics and sport-specific performance scores were compiled for each player. Each player served as his own control, with the season prior to surgery defined as baseline. Comparisons across sports were enabled by adjusting for expected season and career length differences between sports and by calculating percent changes in performance. RESULTS: One hundred thirty one professional athletes who underwent microfracture were included. One hundred three athletes (78.6%) successfully returned to play. The ratio of games started-to-games played before surgery was found to be a significant positive independent predictor of returning (p = 0.002). Compared with their preoperative season, basketball and baseball players demonstrated significantly decreased performance one season after surgery (-14.8%, p = 0.029 and -12.9%, p = 0.002, respectively) that was recoverable to baseline by postoperative seasons 2-3 for baseball players but not for basketball players (-9.7%, p = 0.024). CONCLUSION: Knee microfracture surgery is associated with a high rate of return to the professional level. However, the impact of this procedure on postoperative performance varied significantly depending on sport.


Assuntos
Traumatismos em Atletas/cirurgia , Desempenho Atlético , Fraturas de Estresse/cirurgia , Volta ao Esporte , Adulto , Humanos , Masculino , Recuperação de Função Fisiológica , Estudos Retrospectivos , Resultado do Tratamento , Adulto Jovem
10.
Clin Spine Surg ; 31(2): 93-97, 2018 03.
Artigo em Inglês | MEDLINE | ID: mdl-28650884

RESUMO

STUDY DESIGN: Retrospective cohort. OBJECTIVE: Determine whether surgeon demographic factors influence postoperative complication rates after elective spine fusion procedures. BACKGROUND: Surgeon demographic factors have been shown to impact decision making in the management of degenerative disease of the lumbar spine. Complication rates are frequently reported outcome measurements used to evaluate surgical treatments, quality-of-care, and determine health care reimbursements. However, there are few studies investigating the association between surgeon demographic factors and complication outcomes after elective spine fusions. METHODS: A database of US spine surgeons with corresponding postoperative complications data after elective spine fusions was compiled utilizing public data provided by the Centers for Medicare and Medicaid Services (2011-2013) and ProPublica Surgeon Scorecard (2009-2013). Demographic data for each surgeon was collected and consisted of: surgical specialty (orthopedic vs. neurosurgery), years in practice, practice setting (private vs. academic), type of medical degree (MD vs. DO), medical school location (United States vs. foreign), sex, and geographic region of practice. General linear mixed models using a Beta distribution with a logit link and pairwise comparison with post hoc Tukey-Kramer were used to assess the relationship between surgeon demographics and complication rates. RESULTS: 2110 US-practicing spine surgeons who performed spine fusions on 125,787 Medicare patients from 2011 to 2013 met inclusion criteria for this study. None of the surgeon demographic factors analyzed were found to significantly affect overall complication rates in lumbar (posterior approach) or cervical spine fusion. CONCLUSIONS: Publicly available complication rates for individual spine surgeons are being utilized by hospital systems and patients to assess aptitude and gauge expectations. The increasing demand for transparency will likely lead to emphasis of these statistics to improve outcomes. We conclude that none of the surgeon demographic factors analyzed in this study are associated with differences in overall complications rates in patients undergoing elective spine fusion as published by the ProPublica Surgeon Scorecard. LEVEL OF EVIDENCE: Level 3.


Assuntos
Demografia , Complicações Pós-Operatórias/etiologia , Fusão Vertebral/efeitos adversos , Cirurgiões , Humanos , Vértebras Lombares/cirurgia , Região Lombossacral/cirurgia
11.
Spine (Phila Pa 1976) ; 42(18): 1412-1418, 2017 Sep 15.
Artigo em Inglês | MEDLINE | ID: mdl-28902769

RESUMO

STUDY DESIGN: A retrospective review of Centers for Medicare and Medicaid Services Database. OBJECTIVE: Utilizing Open Payments data, we aimed to determine the prevalence of industry payments to orthopedic and neurospine surgeons, report the magnitude of those relationships, and help outline the surgeon demographic factors associated with industry relationships. SUMMARY OF BACKGROUND DATA: Previous Open Payments data revealed that orthopedic surgeons receive the highest value of industry payments. No study has investigated the financial relationship between spine surgeons and industry using the most recent release of Open Payments data. METHODS: A database of 5898 spine surgeons in the United States was derived from the Open Payments website. Demographic data were collected, including the type of residency training, years of experience, practice setting, type of medical degree, place of training, gender, and region of practice. Multivariate generalized linear mixed models were utilized to determine the relationship between demographics and industry payments. RESULTS: A total of 5898 spine surgeons met inclusion criteria. About 91.6% of surgeons reported at least one financial relationship with industry. The median total value of payments was $994.07. Surgeons receiving over $1,000,000 from industry during the reporting period represented 6.6% of the database and accounted for 83.5% of the total value exchanged. Orthopedic training (P < 0.001), academic practice setting (P < 0.0001), male gender (P < 0.0001), and West or South region of practice (P < 0.0001) were associated with industry payments. Linear regression analysis revealed a strong inverse relationship between years of experience and number of payments from industry (r = -0.967, P < 0.0001). CONCLUSION: Financial relationships between spine surgeons and industry are highly prevalent. Surgeon demographics have a significant association with industry-surgeon financial relationships. Our reported value of payments did not include ownership or research payments and thus likely underestimates the magnitude of these financial relationships. LEVEL OF EVIDENCE: 3.


Assuntos
Cirurgiões Ortopédicos , Mecanismo de Reembolso , Bases de Dados Factuais , Feminino , Humanos , Relações Interinstitucionais , Masculino , Medicaid , Medicare , Cirurgiões Ortopédicos/economia , Cirurgiões Ortopédicos/educação , Cirurgiões Ortopédicos/organização & administração , Mecanismo de Reembolso/economia , Mecanismo de Reembolso/organização & administração , Mecanismo de Reembolso/estatística & dados numéricos , Coluna Vertebral/cirurgia , Estados Unidos
12.
Spine (Phila Pa 1976) ; 42(16): 1261-1266, 2017 Aug 15.
Artigo em Inglês | MEDLINE | ID: mdl-28800572

RESUMO

STUDY DESIGN: Retrospective study. OBJECTIVE: The purpose of this study was to evaluate associations between spine surgeon demographics and the rate at which elective spine fusion is performed. SUMMARY OF BACKGROUND DATA: Rapidly increasing rates of elective spinal fusion in the United States have given rise to important questions about what factors may drive spine surgeon decision making. METHODS: Publicly available spine surgeon practice pattern data from Centers for Medicare and Medicaid Services were reviewed retrospectively. Fusion rate was defined as the number of fusion procedures performed on Medicare beneficiaries by a surgeon per total number of unique Medicare beneficiaries seen. Inclusion criteria were neurological or orthopedic spine surgeons who performed 11 or more separate spine fusion procedures on Medicare patients between 2011 and 2013 as defined by this database. Demographic information was collected from public record. The increased probability of a surgeon performing spine fusion was assessed using a relative risk (RR) and corresponding 95% confidence interval (CI). RESULTS: A total of 3979 spine surgeons who practice in the United States and performed spine fusion on 171,676 Medicare patients from 2011 to 2013 met the inclusion criteria. The average rate of spine fusion for surgeons in this database was 7.5%. Surgeons with higher fusion rates practiced in an academic versus private setting (RR = 1.44, 95% CI [1.35-1.53]; P < 0.0001), were more likely neurological versus orthopedic surgeons (RR = 1.10, 95% CI [1.05-1.15]; P < 0.0001), and practiced in the West versus Midwest, South, and Northeast region of the United States (RR = 1.20, 95% CI [1.14-1.27]; P < 0.0001). Number of years in practice was significantly associated negatively with fusion rate (P < 0.0001). CONCLUSION: Significant variation in the rate of spine fusion based on practice type, training, region, and experience suggests poor consensus on indications for this procedure. Knowledge of these relationships may help identify underlying reasons for variations in surgical care and improve surgical outcomes. LEVEL OF EVIDENCE: 3.


Assuntos
Doenças da Coluna Vertebral/cirurgia , Fusão Vertebral , Coluna Vertebral/cirurgia , Adulto , Idoso , Tomada de Decisões/fisiologia , Demografia/métodos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Fusão Vertebral/métodos , Cirurgiões , Estados Unidos
13.
Spine (Phila Pa 1976) ; 42(17): 1322-1329, 2017 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-28498292

RESUMO

STUDY DESIGN: Retrospective cohort study. OBJECTIVE: We sought to determine whether financial relationships with industry had any impact on operative and/or complication rates of spine surgeons performing fusion surgeries. SUMMARY OF BACKGROUND DATA: Recent actions from Congress and the Institute of Medicine have highlighted the importance of conflicts of interest among physicians. Orthopedic surgeons and neurosurgeons have been identified as receiving the highest amount of industry payments among all specialties. No study has yet investigated the potential effects of disclosed industry payments with quality and choices of patient care. METHODS: A comprehensive database of spine surgeons in the United States with compiled data of industry payments, operative fusion rates, and complication rates was created. Practice pattern data were derived from a publicly available Medicare-based database generated from selected CPT codes from 2011 to 2012. Complication rate data from 2009 to 2013 were extracted from the ProPublica-Surgeon-Scorecard database, which utilizes postoperative inhospital mortality and 30-day-readmission for designated conditions as complications of surgery. Data regarding industry payments from 2013 to 2014 were derived from the Open Payments website. Surgeons performing <10 fusions, those without complication data, and those whose identity could not be verified through public records were excluded. Pearson correlation coefficients and multivariate regression analyses were used to determine the relationship between industry payments, operative fusion rate, and/or complication rate. RESULTS: A total of 2110 surgeons met the inclusion criteria for our database. The average operative fusion rate was 8.8% (SD 4.8%), whereas the average complication rate for lumbar and cervical fusion was 4.1% and 1.9%, respectively. Pearson correlation analysis revealed a statistically significant but negligible relationship between disclosed payments/transactions and both operative fusion and complication rates. CONCLUSION: Our findings do not support a strong correlation between the payments a surgeon receives from industry and their decisions to perform spine fusion or associated complication rates. Large variability in the rate of fusions performed suggests a poor consensus for indications for spine fusion surgery. LEVEL OF EVIDENCE: 3.


Assuntos
Conflito de Interesses , Neurocirurgiões , Cirurgiões Ortopédicos , Complicações Pós-Operatórias/epidemiologia , Padrões de Prática Médica , Fusão Vertebral , Humanos , Neurocirurgiões/economia , Neurocirurgiões/estatística & dados numéricos , Cirurgiões Ortopédicos/economia , Cirurgiões Ortopédicos/estatística & dados numéricos , Readmissão do Paciente , Padrões de Prática Médica/economia , Padrões de Prática Médica/estatística & dados numéricos , Estudos Retrospectivos , Fusão Vertebral/economia , Fusão Vertebral/estatística & dados numéricos , Estados Unidos
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